Mining Negative Rules Using GRD. - Dhananjay R. Thiruvady; Geoffrey I. Webb (PAKDD, 2004)

Strip packing with hybrid ACO: Placement order is learnable. - Dhananjay R. Thiruvady; Bernd Meyer 001; Andreas T. Ernst (IEEE Congress on Evolutionary Computation, 2008)

Beam-ACO Based on Stochastic Sampling for Makespan Optimization Concerning the TSP with Time Windows. - Manuel López-Ibáñez 001; Christian Blum 001; Dhananjay R. Thiruvady; Andreas T. Ernst; Bernd Meyer 001 (EvoCOP, 2009)

Hybridizing Beam-ACO with Constraint Programming for Single Machine Job Scheduling. - Dhananjay R. Thiruvady; Christian Blum 001; Bernd Meyer 001; Andreas T. Ernst (Hybrid Metaheuristics, 2009)

Car sequencing with constraint-based ACO. - Dhananjay Raghavan Thiruvady; Bernd Meyer 001; Andreas T. Ernst (GECCO, 2011)

A parallel Lagrangian-ACO heuristic for project scheduling. - Oswyn Brent; Dhananjay R. Thiruvady; Antonio Gómez-Iglesias; Rodolfo García-Flores (IEEE Congress on Evolutionary Computation, 2014)

Hybrids of Integer Programming and ACO for Resource Constrained Job Scheduling. - Dhananjay R. Thiruvady; Gaurav Singh 002; Andreas T. Ernst (Hybrid Metaheuristics, 2014)

Constraint Programming and Ant Colony System for the Component Deployment Problem. - Dhananjay R. Thiruvady; Irene Moser; Aldeida Aleti; Asef Nazari (ICCS, 2014)

A Lagrangian-ACO matheuristic for car sequencing. - Dhananjay R. Thiruvady; Andreas T. Ernst; Mark Wallace 001 (EURO J. Comput. Optim., 2014)

A Lagrangian relaxation and ACO hybrid for resource constrained project scheduling with discounted cash flows. - Dhananjay R. Thiruvady; Mark Wallace 001; Hanyu Gu; Andreas Schutt (J. Heuristics, 2014)

Parallel ant colony optimization for resource constrained job scheduling. - Dhananjay R. Thiruvady; Andreas T. Ernst; Gaurav Singh 002 (Ann. Oper. Res., 2016)

A mixed integer linear programming model for reliability optimisation in the component deployment problem. - Asef Nazari; Dhananjay R. Thiruvady; Aldeida Aleti; Irene Moser (J. Oper. Res. Soc., 2016)

Resource Constrained Job Scheduling with Parallel Constraint-Based ACO. - Dror Cohen; Antonio Gómez-Iglesias; Dhananjay R. Thiruvady; Andreas T. Ernst (ACALCI, 2017)

Towards solving large-scale precedence constrained production scheduling problems in mining. - Angus Kenny; Xiaodong Li 001; Andreas T. Ernst; Dhananjay R. Thiruvady (GECCO, 2017)

Genetic programming approach to learning multi-pass heuristics for resource constrained job scheduling. - Su Nguyen; Dhananjay R. Thiruvady; Andreas T. Ernst; Damminda Alahakoon (GECCO, 2018)

A Biased Random Key Genetic Algorithm with Rollout Evaluations for the Resource Constraint Job Scheduling Problem. - Christian Blum 001; Dhananjay R. Thiruvady; Andreas T. Ernst; Matthias Horn; Günther R. Raidl (Australasian Conference on Artificial Intelligence, 2019)

Maximising the Net Present Value of Project Schedules Using CMSA and Parallel ACO. - Dhananjay R. Thiruvady; Christian Blum 001; Andreas T. Ernst (HM, 2019)

Finding happiness: An analysis of the maximum happy vertices problem. - Rhyd Lewis; Dhananjay R. Thiruvady; Kerri Morgan (Comput. Oper. Res., 2019)

A hybrid differential evolution algorithm with column generation for resource constrained job scheduling. - Su Nguyen; Dhananjay R. Thiruvady; Andreas T. Ernst; Damminda Alahakoon (Comput. Oper. Res., 2019)

Minimising Cycle Time in Assembly Lines: A Novel Ant Colony Optimisation Approach. - Dhananjay R. Thiruvady; Atabak Elmi; Asef Nazari; Jean-Guy Schneider (Australasian Conference on Artificial Intelligence, 2020)

Evolving Large Reusable Multi-pass Heuristics for Resource Constrained Job Scheduling. - Su Nguyen; Dhananjay R. Thiruvady (CEC, 2020)

An Ant Colony Optimisation Based Heuristic for Mixed-model Assembly Line Balancing with Setups. - Dhananjay R. Thiruvady; Asef Nazari; Atabak Elmi (CEC, 2020)

Just-in-time batch scheduling subject to batch size. - Sergey Polyakovskiy; Dhananjay R. Thiruvady; Rym M'Hallah (GECCO, 2020)

Authentic individual assessment for team-based software engineering projects. - Laura Tubino; Andrew Cain; Jean-Guy Schneider; Dhananjay R. Thiruvady; Niroshinie Fernando (ICSE (SEET), 2020)

Minimizing Total Clinical Deterioration in Operating Theatres. - Mobina Mashkani; Hanyu Gu; Dhananjay R. Thiruvady; Andreas T. Ernst (SSCI, 2020)

Simulated Annealing for Single and Mixed Model Assembly Line Balancing with Setups. - Asef Nazari; Dhananjay R. Thiruvady; Atabak Elmi; Jean-Guy Schneider (SSCI, 2020)

Augmenting Graph Convolutional Neural Networks with Highpass Filters. - Fatemeh Ansarizadeh; David B. H. Tay; Dhananjay R. Thiruvady; Antonio Robles-Kelly (S+SSPR, 2020)

Tackling the maximum happy vertices problem in large networks. - Dhananjay R. Thiruvady; Rhyd Lewis; Kerri Morgan (4OR, 2020)

Solution Merging in Matheuristics for Resource Constrained Job Scheduling. - Dhananjay R. Thiruvady; Christian Blum 001; Andreas T. Ernst (Algorithms, 2020)

Multi-objective Beam-ACO for Maximising Reliability and Minimising Communication Overhead in the Component Deployment Problem. - Dhananjay R. Thiruvady; Asef Nazari; Aldeida Aleti (Algorithms, 2020)

The Challenges of Leveraging Threat Intelligence to Stop Data Breaches. - Amani S. Ibrahim; Dhananjay R. Thiruvady; Jean-Guy Schneider; Mohamed Abdelrazek 001 (Frontiers Comput. Sci., 2020)

Large neighbourhood search based on mixed integer programming and ant colony optimisation for car sequencing. - Dhananjay R. Thiruvady; Kerri Morgan; Amiza Amir; Andreas T. Ernst (Int. J. Prod. Res., 2020)

Reforming Assessment: Challenges Beyond Design. - Laura Tubino; Jean-Guy Schneider; Andrew Cain; Dhananjay R. Thiruvady; Chathu Ranaweera 001 (ICSE (SEET), 2021)

Allocating Students to Industry Placements Using Integer Programming and Ant Colony Optimisation. - Dhananjay R. Thiruvady; Kerri Morgan; Susan E. Bedingfield; Asef Nazari (Algorithms, 2021)

The maximum happy induced subgraph problem: Bounds and algorithms. - Rhyd Lewis; Dhananjay R. Thiruvady; Kerri Morgan (Comput. Oper. Res., 2021)

A hybrid deep-learning approach for complex biochemical named entity recognition. - Jian Liu; Lei Gao 002; Sujie Guo; Rui Ding; Xin Huang; Long Ye; Qinghua Meng; Asef Nazari; Dhananjay R. Thiruvady (Knowl. Based Syst., 2021)

Bio-inspired heuristic dynamic programming for high-precision real-time flow control in a multi-tributary river system. - Bao Liu; Jinying Yang; Lei Gao 002; Asef Nazari; Dhananjay R. Thiruvady (Knowl. Based Syst., 2021)

A Genetic Programming Approach for Evolving Variable Selectors in Constraint Programming. - Su Nguyen; Dhananjay Raghavan Thiruvady; Mengjie Zhang 001; Kay Chen Tan (IEEE Trans. Evol. Comput., 2021)

Applying Artificial Intelligence in Cryptocurrency Markets: A Survey. - Rasoul Amirzadeh; Asef Nazari; Dhananjay R. Thiruvady (Algorithms, 2022)

Blocking Cyclic Job-Shop Scheduling Problems. - Atabak Elmi; Dhananjay R. Thiruvady; Andreas T. Ernst (Algorithms, 2022)

An Efficient Merge Search Matheuristic for Maximising the Net Present Value of Project Schedules. - Dhananjay R. Thiruvady; Su Nguyen; Christian Blum 001; Andreas T. Ernst (CoRR, 2022)

Adaptive Population-based Simulated Annealing for Uncertain Resource Constrained Job Scheduling. - Dhananjay R. Thiruvady; Su Nguyen; Yuan Sun 003; Fatemeh Shiri; Nayyar Zaidi; Xiaodong Li 001 (CoRR, 2022)

Recombinative approaches for the maximum happy vertices problem. - Dhananjay R. Thiruvady; Rhyd Lewis (Swarm Evol. Comput., 2022)

Surrogate-assisted population based ACO for resource constrained job scheduling with uncertainty. - Dhananjay R. Thiruvady; Su Nguyen; Fatemeh Shiri; Nayyar Zaidi; Xiaodong Li 001 (Swarm Evol. Comput., 2022)

Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming. - Su Nguyen; Dhananjay R. Thiruvady; Mengjie Zhang 001; Damminda Alahakoon (IEEE Trans. Cybern., 2022)

Cyclic Flow Shop Robotic Cell Scheduling Problem With Multiple Part Types. - Atabak Elmi; Asef Nazari; Dhananjay R. Thiruvady; Alptekin Durmusoglu (IEEE Trans. Engineering Management, 2022)

Early Detection Framework for Gait Disorders Using an IoT LiDAR-Based Monitoring System in Outdoor Spaces. - Anuroop Gaddam; Nagender Kumar Suryadevara; Dhananjay R. Thiruvady (ICST, 2023)

Modelling Determinants of Cryptocurrency Prices: A Bayesian Network Approach. - Rasoul Amirzadeh; Asef Nazari; Dhananjay R. Thiruvady; Mong-Shan Ee (CoRR, 2023)

Causal Feature Engineering of Price Directions of Cryptocurrencies using Dynamic Bayesian Networks. - Rasoul Amirzadeh; Asef Nazari; Dhananjay R. Thiruvady; Mong-Shan Ee (CoRR, 2023)

A Framework for Empowering Reinforcement Learning Agents with Causal Analysis: Enhancing Automated Cryptocurrency Trading. - Rasoul Amirzadeh; Dhananjay R. Thiruvady; Asef Nazari; Mong-Shan Ee (CoRR, 2023)

A sustainable and efficient home health care network design model under uncertainty. - Mahdyeh Shiri; Fardin Ahmadizar; Dhananjay R. Thiruvady; Hamid Farvaresh (Expert Syst. Appl., 2023)

Deterministic sampling in heterogeneous graph neural networks. - Fatemeh Ansarizadeh; David B. H. Tay; Dhananjay R. Thiruvady; Antonio Robles-Kelly (Pattern Recognit. Lett., 2023)

Minimizing patients total clinical condition deterioration in operating theatre departments. - Mobina Mashkani; Andreas T. Ernst; Dhananjay R. Thiruvady; Hanyu Gu (Ann. Oper. Res., 2023)

Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification. - Shashank Gupta; Mohamed Reda Bouadjenek; Antonio Robles-Kelly; Tsz-Kwan Lee; Thanh Thi Nguyen 001; Asef Nazari; Dhananjay R. Thiruvady (CIKM, 2024)

Genetic-based Constraint Programming for Resource Constrained Job Scheduling. - Su Nguyen; Dhananjay R. Thiruvady; Yuan Sun 003; Mengjie Zhang 001 (GECCO, 2024)

Enhancing Elderly Care: Indoor Detection of ADL and Gait Disorders with IoT and LiDAR. - Anuroop Gaddam; Shreyas Nair; Mohammad Zeeshan Khan; Dhananjay R. Thiruvady (ICST, 2024)

Swim VQA: A Multimodal Approach to Drowning Detection by Fusing VQA and LiDAR. - Muhammad Zeeshan Khan; Anuroop Gaddam; Dhananjay R. Thiruvady; Aaron Story (ICST, 2024)

MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification. - Shashank Gupta; Antonio Robles-Kelly; Mohamed Reda Bouadjenek; Asef Nazari; Dhananjay R. Thiruvady (IJCNN, 2024)

Fruit Classification System with Deep Learning and Neural Architecture Search. - Christine Dewi; Dhananjay R. Thiruvady; Nayyar Zaidi (CoRR, 2024)

Securing Voice Authentication Applications Against Targeted Data Poisoning. - Alireza Mohammadi; Keshav Sood; Dhananjay R. Thiruvady; Asef Nazari (CoRR, 2024)

Adaptive population-based simulated annealing for resource constrained job scheduling with uncertainty. - Dhananjay R. Thiruvady; Su Nguyen; Yuan Sun 003; Fatemeh Shiri; Nayyar Zaidi; Xiaodong Li 001 (Int. J. Prod. Res., 2024)

Enhancing constraint programming via supervised learning for job shop scheduling. - Yuan Sun 003; Su Nguyen; Dhananjay R. Thiruvady; Xiaodong Li 001; Andreas T. Ernst; Uwe Aickelin (Knowl. Based Syst., 2024)

Instance space analysis for the car sequencing problem. - Yuan Sun 003; Samuel Esler; Dhananjay R. Thiruvady; Andreas T. Ernst; Xiaodong Li 001; Kerri Morgan (Ann. Oper. Res., 2024)

Soft happy colourings and community structure of networks. - Mohammad Hadi Shekarriz; Dhananjay R. Thiruvady; Asef Nazari; Rhyd Lewis (Comput. Oper. Res., 2025)

Graph neural network using unrolled ARMA recursions. - Fatemeh Ansarizadeh; David B. H. Tay; Dhananjay R. Thiruvady (J. Frankl. Inst., 2025)

Dynamic evolution of causal relationships among cryptocurrencies: an analysis via Bayesian networks. - Rasoul Amirzadeh; Dhananjay R. Thiruvady; Asef Nazari; Mong-Shan Ee (Knowl. Inf. Syst., 2025)

Mitigating Backdoor Triggered and Targeted Data Poisoning Attacks in Voice Authentication Systems. - Alireza Mohammadi; Keshav Sood; Dhananjay R. Thiruvady; Asef Nazari (CoRR, 2025)

Local Search Improvements for Soft Happy Colouring. - Mohammad Hadi Shekarriz; Dhananjay R. Thiruvady; Asef Nazari; Wilfried Imrich (CoRR, 2025)